ArticleFrontiers in human neuroscience2022
High-resolution surface electromyographic activities of facial muscles during mimic movements in healthy adults: A prospective observational study.
Article in Frontiers in human neuroscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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14 citing papers in PubMed.
- Bilateral muscle activation in postparalytic facial synkinesis: a cross-sectional high-resolution surface electromyography study.Scientific reports · 2026Article
- Functional mapping of the somatotopic organization of the supplementary motor area using navigated repetitive transcranial magnetic stimulation and computer vision-based analysis.Frontiers in neuroscience · 2026Article
- Dynamic Changes in Mimic Muscle Tone During Early Orthodontic Treatment: An sEMG Study.Journal of clinical medicine · 2025Article
- Synchronous surface electromyography as objective method to evaluate the outcome of a biofeedback training in patients with facial synkinesis.Scientific reports · 2025Article
- Surface Electromyographic Features for Severity Classification in Facial Palsy: Insights from a German Cohort and Implications for Future Biofeedback Use.Sensors (Basel, Switzerland) · 2025Article
- Effects of Age, Gender and Laterality on the sEMG of the Orbicularis Oculi in Healthy Adults.Journal of clinical medicine · 2025Article
- Comparative analysis of electrical signals in facial expression muscles.Biomedical engineering online · 2025Article
- Facial magnetomyography using an array of optically pumped magnetometers.Clinical neurophysiology practice · 2025Article
- Facial expression recognition through muscle synergies and estimation of facial keypoint displacements through a skin-musculoskeletal model using facial sEMG signals.Frontiers in bioengineering and biotechnology · 2025Article
- Growth patterns of facial muscles at the angle of the mouth: A histological study using midterm and near-term human fetuses.Journal of anatomy · 2024Article
- Wireless high-resolution surface facial electromyography mask for discrimination of standardized facial expressions in healthy adults.Scientific reports · 2024Article
- Insertions of the striated muscles in the skin and mucosa: a histological study of fetuses and cadavers.Anatomy & cell biology · 2024Article
- High-resolution surface electromyographic activities of facial muscles during the six basic emotional expressions in healthy adults: a prospective observational study.Scientific reports · 2023Observational
- Test-retest reliability of high-resolution surface electromyographic activities of facial muscles during facial expressions in healthy adults: A prospective observational study.Frontiers in human neuroscience · 2023Article
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6 authors.
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Abstract
Objectives: Surface electromyography (sEMG) is a standard tool in clinical routine and clinical or psychosocial experiments also including speech research and orthodontics to measure the activity of selected facial muscles to objectify facial movements during specific facial exercises or experiments with emotional expressions. Such muscle-specific approaches neglect that facial muscles act more as an interconnected network than as single facial muscles for specific movements. What is missing is an optimal sEMG setting allowing a synchronous measurement of the activity of all facial muscles as a whole. Methods: A total of 36 healthy adult participants (53% women, 18-67 years) were included. Electromyograms were recorded from both sides of the face using an arrangement of electrodes oriented by the underlying topography of the facial muscles (Fridlund scheme) and simultaneously by a geometric and symmetrical arrangement on the face (Kuramoto scheme). The participants performed a standard set of different facial movement tasks. Linear mixed-effects models and adjustment for multiple comparisons were used to evaluate differences between the facial movement tasks, separately for both applied schemes. Data analysis utilized sEMG amplitudes and also their maximum-normalized values to account for amplitude differences between the different facial movements. Results: Surface electromyography activation characteristics showed systematic regional distribution patterns of facial muscle activation for both schemes with very low interindividual variability. The statistical significance to discriminate between the different sEMG patterns was good for both schemes (significant comparisons for sEMG amplitudes: 87.3%, both schemes, normalized values: 90.9%, Fridlund scheme, 94.5% Kuramoto scheme), but the Kuramoto scheme performed considerably superior. Conclusion: Facial movement tasks evoke specific patterns in the complex network of facial muscles rather than activating single muscles. A geometric and symmetrical sEMG recording from the entire face seems to allow more specific detection of facial muscle activity patterns during facial movement tasks. Such sEMG patterns should be explored in more clinical and psychological experiments in the future.
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